| Performance Analysis for Downlink Transmission in Multi-Connectivity Cellular V2X Networks | Apr 27, 2024 | Point Processes | —Unverified | 0 |
| A Deep Learning Method for Predicting Mergers and Acquisitions: Temporal Dynamic Industry Networks | Apr 10, 2024 | Feature EngineeringPoint Processes | —Unverified | 0 |
| Interpretable Neural Temporal Point Processes for Modelling Electronic Health Records | Apr 9, 2024 | Point ProcessesTemporal Sequences | —Unverified | 0 |
| TransformerLSR: Attentive Joint Model of Longitudinal Data, Survival, and Recurrent Events with Concurrent Latent Structure | Apr 4, 2024 | EpidemiologyPoint Processes | —Unverified | 0 |
| Modeling and Coverage Analysis of K-Tier Integrated Satellite-Terrestrial Downlink Networks | Mar 17, 2024 | Point Processes | —Unverified | 0 |
| On the Efficient Marginalization of Probabilistic Sequence Models | Mar 6, 2024 | Point Processes | —Unverified | 0 |
| Probabilistic Generating Circuits -- Demystified | Mar 4, 2024 | Point Processes | —Unverified | 0 |
| Enhancing Jailbreak Attacks with Diversity Guidance | Mar 1, 2024 | DiversityLanguage Modelling | —Unverified | 0 |
| Point Processes and spatial statistics in time-frequency analysis | Feb 29, 2024 | DenoisingPoint Processes | —Unverified | 0 |
| Analyzing Downlink Coverage in Clustered Low Earth Orbit Satellite Constellations: A Stochastic Geometry Approach | Feb 26, 2024 | Point Processes | —Unverified | 0 |
| Batch Active Learning of Reward Functions from Human Preferences | Feb 24, 2024 | Active LearningPoint Processes | —Unverified | 0 |
| Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families | Feb 14, 2024 | Gaussian ProcessesPoint Processes | CodeCode Available | 1 |
| Selective linear segmentation for detecting relevant parameter changes | Feb 8, 2024 | Model SelectionPoint Processes | —Unverified | 0 |
| Diversity Measurement and Subset Selection for Instruction Tuning Datasets | Feb 4, 2024 | DiversityInstruction Following | —Unverified | 0 |
| Unveiling Latent Causal Rules: A Temporal Point Process Approach for Abnormal Event Explanation | Feb 3, 2024 | Point Processes | —Unverified | 0 |
| XTSFormer: Cross-Temporal-Scale Transformer for Irregular-Time Event Prediction in Clinical Applications | Feb 3, 2024 | Point Processes | CodeCode Available | 0 |
| Self-Supervised Contrastive Pre-Training for Multivariate Point Processes | Feb 1, 2024 | Point ProcessesRepresentation Learning | —Unverified | 0 |
| Cumulative Distribution Function based General Temporal Point Processes | Feb 1, 2024 | Information RetrievalPoint Processes | —Unverified | 0 |
| Meta-Learning for Neural Network-based Temporal Point Processes | Jan 29, 2024 | Meta-LearningPoint Processes | —Unverified | 0 |
| Fast parallel sampling under isoperimetry | Jan 17, 2024 | Point Processes | —Unverified | 0 |
| Distribution-Free Conformal Joint Prediction Regions for Neural Marked Temporal Point Processes | Jan 9, 2024 | Conformal PredictionPoint Processes | CodeCode Available | 0 |
| Predicting Future States with Spatial Point Processes in Single Molecule Resolution Spatial Transcriptomics | Jan 4, 2024 | Point Processesregression | —Unverified | 0 |
| A Variational Autoencoder for Neural Temporal Point Processes with Dynamic Latent Graphs | Dec 26, 2023 | Point Processes | —Unverified | 0 |
| Probabilistic Modeling for Sequences of Sets in Continuous-Time | Dec 22, 2023 | Model SelectionPoint Processes | CodeCode Available | 0 |
| Hawkes-based cryptocurrency forecasting via Limit Order Book data | Dec 21, 2023 | Point ProcessesTime Series | —Unverified | 0 |
